diff --git a/examples/agno/python/examples/multi_tool_example.py b/examples/agno/python/examples/multi_tool_example.py
index c532014d..672167f7 100644
--- a/examples/agno/python/examples/multi_tool_example.py
+++ b/examples/agno/python/examples/multi_tool_example.py
@@ -16,6 +16,7 @@ Environment Variables:
 """
 
 import os
+import uuid
 
 from dotenv import load_dotenv
 
@@ -41,9 +42,10 @@ def main():
     honcho = Honcho(workspace_id="travel-app")
 
     # Setup Honcho tools - creates peer and session internally
+    # Generate unique session ID to avoid message accumulation across runs
     honcho_tools = HonchoTools(
         peer_id="travel-assistant",
-        session_id="trip-planning-session",
+        session_id=str(uuid.uuid4()),
         honcho_client=honcho,
     )
 
diff --git a/examples/agno/python/pyproject.toml b/examples/agno/python/pyproject.toml
index a8d592e6..e7f34aa7 100644
--- a/examples/agno/python/pyproject.toml
+++ b/examples/agno/python/pyproject.toml
@@ -33,7 +33,7 @@ classifiers = [
     "Framework :: Pydantic",
 ]
 dependencies = [
-    "agno>=1.4.0",
+    "agno>=2.3.26",
     "honcho-ai>=1.6.0",
     ]
 
diff --git a/examples/agno/python/uv.lock b/examples/agno/python/uv.lock
index f1059c1b..0f00a122 100644
--- a/examples/agno/python/uv.lock
+++ b/examples/agno/python/uv.lock
@@ -4,7 +4,7 @@ requires-python = ">=3.10"
 
 [[package]]
 name = "agno"
-version = "2.3.25"
+version = "2.3.26"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
     { name = "docstring-parser" },
@@ -21,9 +21,9 @@ dependencies = [
     { name = "typer" },
     { name = "typing-extensions" },
 ]
-sdist = { url = "https://files.pythonhosted.org/packages/e2/b3/62dd5f7560239ec46b250060a967b58b41d6456673acf08ed612a9f9eb62/agno-2.3.25.tar.gz", hash = "sha256:6c2ec0d43c342405c7b2978042d163db7f46e031bc2e395f9cf10012dea333c4", size = 1441669, upload-time = "2026-01-12T16:30:51.458Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/5b/e3/2ad3bd045f10f38d55fc4eaaea525f47897d2d1f9238a0e88274443a6d46/agno-2.3.26.tar.gz", hash = "sha256:f2b0b98860535f57e2336ab79e365de7af4d6ce842d0bb328b8930701c0f43eb", size = 1445191, upload-time = "2026-01-13T07:17:27.644Z" }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/af/0f/10944be6de29de67fc31cb49b60490e3caa5e4ce3a43021b849967a2d260/agno-2.3.25-py3-none-any.whl", hash = "sha256:27e32468e841c9b642edf820c71cd45a8930318bc7a3237c52205470a76513ed", size = 1733543, upload-time = "2026-01-12T16:30:49.282Z" },
+    { url = "https://files.pythonhosted.org/packages/9f/61/7db1951cbec2d187c6cea9e899fba11f24a735612d1549b2cd5562969b1d/agno-2.3.26-py3-none-any.whl", hash = "sha256:a93d501041d5b432fae2b66feec39a466231a261a238791d53d1c284a702f8a4", size = 1737221, upload-time = "2026-01-13T07:17:24.908Z" },
 ]
 
 [[package]]
@@ -184,7 +184,7 @@ dev = [
 
 [package.metadata]
 requires-dist = [
-    { name = "agno", specifier = ">=1.4.0" },
+    { name = "agno", specifier = ">=2.3.26" },
     { name = "honcho-ai", specifier = ">=1.6.0" },
 ]